Machine Learning and Rendering

Organizer

• Alexander Keller, NVIDIA Corporation

Presentations

• From Machine Learning to Graphics and back (Alexander Keller, NVIDIA Corporation)
• Path Guiding by Machine Learning (Jaroslav Křivánek, Charles University)
  • Deep Learning for Light Transport Simulation (Jan Novák, Disney Research)
  • Real-Time Neural Rendering in Image Space (Anton Kaplanyan, Oculus Research)
• Deep Real-Time Rendering (Marco Salvi, NVIDIA Corporation)

Syllabus

• see the SIGGRAPH 2018 web page

Previous Courses

• The Quest for the Ray Tracing API (2016)
• The Path Tracing Revolution in Movie Industry (2015)
• Ray Tracing is the Future and ever will be... (2013)
• Advanced (Quasi-) Monte Carlo Methods for Image Synthesis (2012)